CN112770274A

CN112770274A - Data processing method and software product

Info

Publication number: CN112770274A
Application number: CN202110065361.4A
Authority: CN
Inventors: 刘沙; 方兴; 刘博�; 李永军
Original assignee: Alibaba Group Holding Ltd
Current assignee: Alibaba Group Holding Ltd
Priority date: 2021-01-18
Filing date: 2021-01-18
Publication date: 2021-05-07

Abstract

The embodiment of the application provides a data processing method and a software product, wherein the method can be applied to terminal equipment and comprises the following steps: determining peripheral equipment information in the component connection range based on a short-distance wireless connection component of the terminal equipment; matching the peripheral equipment information according to the group equipment information in the group to which the terminal equipment belongs, and determining the number of matched equipment; and determining an outlier analysis result according to the number of the matched devices and the outlier threshold.

Description

Data processing method and software product

Technical Field

The present application relates to the field of computer technologies, and in particular, to a data processing method and a software product.

Background

In team activities, people need to pay attention to whether to fall behind (leave from a team) at any time, and if people fall behind in the process and are not found in time, people who may fall behind can move farther.

The existing method for monitoring the team falling is mainly used for carrying out outlier analysis based on positioning information, specifically, each member in a team uploads the position of each member to a server through a member terminal, and the server analyzes the position of each member in the team so as to determine whether the team has the outlier.

However, the adoption of positioning information is limited by the scene and the positioning capability, and accurate positioning information cannot be obtained in an unstable network area, so that an accurate outlier analysis result cannot be obtained.

Disclosure of Invention

The embodiment of the application provides a data processing method for improving the accuracy of an outlier analysis result.

Correspondingly, the embodiment of the application also provides a software product for ensuring the realization and the application of the system.

In order to solve the above problem, an embodiment of the present application discloses a data processing method, which is applied to a terminal device, and the method includes: determining peripheral equipment information in the component connection range based on a short-distance wireless connection component of the terminal equipment; matching the peripheral equipment information according to the group equipment information in the group to which the terminal equipment belongs, and determining the number of matched equipment; and determining an outlier analysis result according to the number of the matched devices and the outlier threshold.

In order to solve the above problem, an embodiment of the present application discloses a data processing method, which is applied to a server, and the method includes: establishing a group according to the group related information uploaded by the group establishing equipment, and adding the equipment information of the group establishing equipment into the group equipment information; according to a near-distance wireless connection component of the group equipment, determining equipment information of peripheral equipment in the component connection range, wherein the group equipment at least comprises group building equipment; and matching the equipment information of the peripheral equipment with the group equipment information, determining the matched peripheral equipment as the group equipment, marking the corresponding group members as in a group state, and adding the equipment information of the matched peripheral equipment into the group equipment information until the group members exceeding the set number in the group are determined as the group members.

In order to solve the above problem, an embodiment of the present application discloses a data processing method, which is applied to a server, and the method includes: establishing a group according to the group related information uploaded by the group establishing equipment, and adding the equipment information of the group establishing equipment into the group equipment information; determining group identifiers corresponding to the number of the group devices, and issuing the group identifiers to enable members in the group to modify the device information; and acquiring the equipment information of each terminal equipment, and adding the terminal equipment into the corresponding group according to the group identification in the equipment information.

In order to solve the above problems, embodiments of the present application disclose a software product having executable code stored thereon, which when executed, causes a processor to perform a method as described in one or more of the above embodiments.

Compared with the prior art, the embodiment of the application has the following advantages:

a group including a plurality of terminal devices may be pre-constructed in the server, and group device information may be issued to the terminal devices through the server. The terminal device can determine the peripheral device information within the component connection range based on the short-distance wireless connection component, matches the peripheral device information according to the group device information, determines the number of matched devices between the terminal device and other terminal devices in the group, and then can compare the number of matched devices with the outlier threshold value to obtain an outlier analysis result. According to the method and the device, whether the terminal equipment is in the outlier can be analyzed by utilizing the short-distance wireless connecting component in the terminal equipment, so that the method and the device are suitable for various scenes (such as unstable network areas), and more accurate outlier analysis results can be obtained.

Drawings

FIG. 1 is a schematic flow chart diagram of a data processing method according to an embodiment of the present application;

FIG. 2 is a schematic flow chart diagram of a data processing method according to another embodiment of the present application;

FIG. 3 is a schematic flow chart diagram of a data processing method according to yet another embodiment of the present application;

FIG. 4 is a schematic flow chart diagram of a data processing method according to yet another embodiment of the present application;

FIG. 5A is a schematic flow chart diagram of a data processing method according to yet another embodiment of the present application;

FIG. 5B is a schematic flow chart diagram illustrating a data processing method according to yet another embodiment of the present application;

FIG. 6 is a schematic flow chart diagram of a data processing method according to yet another embodiment of the present application;

FIG. 7 is a block diagram of a data processing apparatus according to an embodiment of the present application;

FIG. 8 is a schematic block diagram of a data processing apparatus according to another embodiment of the present application;

FIG. 9 is a schematic block diagram of a data processing apparatus according to yet another embodiment of the present application;

fig. 10 is a schematic structural diagram of an apparatus according to an embodiment of the present application.

Detailed Description

In order to make the aforementioned objects, features and advantages of the present application more comprehensible, the present application is described in further detail with reference to the accompanying drawings and the detailed description.

The embodiments of the present application can be applied in the field of group management, where a group may also be referred to as a group, which refers to a group composed of a plurality of members, and the embodiments of the present application can be applied in a scenario where each member in the group is subjected to outlier management, and outlier (or dequeue, or group break away) refers to a situation where an individual member in the group falls behind or scatters away from the group. According to the method and the device, a group comprising a plurality of members can be constructed, the information of the peripheral equipment in the connection range of each terminal equipment is detected by utilizing the short-distance wireless connection component (such as Bluetooth) in the terminal equipment of each member, the number of other members in the group stored around the member is further determined, and the outlier analysis result is obtained. According to the method and the device, whether the terminal equipment is in the outlier can be analyzed by utilizing the short-distance wireless connecting component in the terminal equipment, so that the method and the device are suitable for various scenes (such as unstable network areas), and more accurate outlier analysis results can be obtained.

Specifically, as shown in fig. 1, the embodiment of the present application can be divided into two stages, namely, a group identification stage and an outlier analysis stage. In an optional embodiment, in the group identification phase, any member in the group may be selected to send the group establishment related information to the server, so as to establish the group, and add the terminal device of the member to the group, where the group establishment related information may include a group name and the number of group devices. The terminal device of each member can acquire the peripheral device information in the connection range of the terminal device according to the near-field wireless connection component (such as Bluetooth), and upload the peripheral device information to the server, and the server can perform matching screening on the devices in the group and the devices outside the group according to the peripheral device information of each terminal device, so as to screen out the devices corresponding to the number of the group devices and add the devices into the group. And then, the naming rule can be synchronized to the group, and the terminal equipment can modify the equipment information according to the naming rule, for example, a group identifier can be added in the equipment information, so that the mutual identification among the group members is facilitated. The above embodiment identifies the group by using the mutual connection condition between the terminal devices of the group members. In some group activity scenes (such as a public welfare activity), all group members may not be required to participate in the activity, so that a whole group can be established first, and the group of people who arrive at the place can be identified according to the whole group to form a group. Specifically, in another optional embodiment, the whole member group including all the members may be established according to the group establishment related information uploaded by the team leader, where the group establishment related information may include a group name, the number of group devices, and member information (such as a mobile phone number) of each member, and the server may add each member to the whole member group according to the member information of each member. In one example, after the full member group is determined, the members in the full member group may autonomously modify the device information of their terminal devices according to the group name, the group identifier or the group advertisement, so as to subsequently construct the group. In another example, after the full member group is established, the server may provide a component identifier modification tool (e.g., a bluetooth identifier modification tool) in the full member group, and the members in the full member group may modify the device information of the terminal device by triggering the component identifier modification tool, so as to construct the group subsequently. Before the activity is carried out, the group building member can initiate a group building instruction to build a group, and add the group building device into the group, and then can utilize the near-distance wireless connection component of the group device in the group to determine the peripheral device information within the component connection range, and further form the group containing the members participating in the activity on the spot according to the device identification of the peripheral device information. It should be noted that, in the embodiment of the present application, the group status of the devices participating in the activity in the whole group may be modified to form a group, so as to perform outlier analysis; the devices participating in the activity may also be extracted to construct a single cluster for outlier analysis, and is not limited herein.

After the group is constructed, the server side can send group device information to each terminal device in the group so as to perform an outlier analysis stage, wherein the group device information comprises device information of each terminal device in the group, in the outlier analysis stage, the terminal device of each member can determine peripheral device information of the terminal device by using a near-field wireless connection component (such as Bluetooth), match the peripheral device information with the group device information, determine the number of matched devices between the terminal device and other terminal devices in the group, and further compare the number of matched devices with an outlier threshold value so as to determine an outlier analysis result representing whether the member is outlier. For example, in the example shown in fig. 1, the terminal device of the member a in the group performs detection according to the connection range a, the terminal device of the member B in the group performs detection according to the connection range B, and it is determined that the number of the matching devices of the member a is 0 and the number of the matching devices of the member B is 2, then the matching number may be compared with an outlier threshold (for example, the outlier threshold is 1), it is determined that the member a is outlier, and the member B is not outlier, at this time, the terminal device of the member a may send an outlier prompt and send outlier information to the server, and the server may send a group outlier prompt to other members (for example, a group management member) in the group according to the outlier information, so that the member a and the other members in the group commonly find an outlier, and perform a search, so as to reduce a probability of the occurrence of the outlier.

The embodiment of the application can be applied to the scenes of group activities, such as tourism groups, enterprise group building groups, student collective activities, public welfare activities and the like, and can timely and accurately determine whether members in the group are out of group or not so as to prevent the members from being out of group. For example, before the travel group departs, the members in the travel group may be gathered together (so that the terminal devices may detect each other), and a tour guide person applies for establishing a group as a group establishment user, the members in the travel group may upload peripheral device information detected by their respective terminal devices to the server, and the server matches the terminal devices outside the group according to the terminal devices in the group (such as the tour guide terminal devices), and adds the matched terminal devices to the group, thereby forming the group. After the group is determined, the server side can send the group device information to the terminal devices, each terminal device in the tourist group can acquire peripheral device information of the terminal device, and determine the number of matched devices (representing the number of group members existing around the member) between the terminal device and other terminal devices in the group according to the group device information so as to determine the outlier analysis result. And when the member leaves the group, the member can be prompted through the terminal equipment of the member, and the leaving information can be sent to the server, so that other members in the group can be notified through the server, and the probability of the event that the member of the tourist group falls behind or loses is reduced. In addition, the embodiment of the application can also be applied to scenes for managing other groups, such as grazing activity scenes of cattle and sheep and the like, and the probability of missing events of cattle and sheep and the like can be reduced. For example, the terminal device can be worn on the body of the cattle and sheep, the terminal device comprises bluetooth, each terminal device can detect peripheral device information, the number of matched devices around the cattle and sheep is determined according to group device information of a group where the cattle and sheep are located, whether the cattle and sheep are lost or not is further determined, and when the cattle and sheep are lost, the outlier information is sent to the server through the terminal device, so that a user can find the cattle and sheep are lost or fall behind in time, and the probability of losing the cattle and sheep is reduced.

The embodiment of the present application provides a data processing method, which corresponds to a group identification phase, and may be applied to a server, where the server may be understood as a server performing data interaction with a terminal device, and in this embodiment, a full member group including all members capable of participating in an activity may be established in advance, and group device information may be formed, and then, before performing the activity, members capable of participating in the activity may be screened out to form a group including members capable of participating in the activity according to a short-distance wireless connection component in the group device, specifically, as shown in fig. 2, the method includes:

step 202, establishing a group according to the group related information uploaded by the group establishing device, and adding the device information of the group establishing device to the group device information. The group related information may include information such as group name, number of group devices, and personal information (or called member information) of each member of the group, and after receiving the group related information, the server may establish a corresponding group, add the device information of the group establishing device to the group device information, and add the device of each member of the group to the group according to the personal information of each member of the group, thereby forming a group including all members capable of participating in activities. After the devices of the members of the group are added to the group, the device information of the terminal devices may be modified to facilitate analysis of the members who subsequently attended the event. In an optional embodiment, each member in the group may autonomously modify the device information of the terminal device, and specifically, after the group including the whole member is determined, each member may autonomously modify the device information of its own terminal device according to the group name or the group announcement, so as to subsequently construct the group. In another optional embodiment, after the group including all the members is established, the server may provide a component identifier modification tool in the group, and each member in the group may modify the device information of the terminal device by triggering the component identifier modification tool, so as to construct the group in the following. For example, the device information of the terminal device may be understood as a bluetooth name, and a group identifier may be added to the bluetooth name, so as to perform group identification according to the group identifier in the bluetooth name.

In this embodiment, any member may be selected from the group, and the group related information may be uploaded by the member, so as to establish the group according to the group related information. After the group is established, in step 204, device information of peripheral devices in the connection range of the devices may be determined according to the short-range wireless connection components of the devices in the group, which at least include the group establishing device. Each member in the group may detect peripheral device information within its connection range by using the short-range wireless connection component of the terminal device, and upload the peripheral device information to the server, and the server may match the device information of the peripheral device with the group device information in step 206, determine the matched peripheral device as a group device and mark the corresponding group member as a group state, and add the device information of the matched peripheral device to the group device information until more than a set number of group members in the group are determined as group members. The states of the group members in the group can include a group state and an outlier state, and the group members in the same state can be divided into the same sub-group by modifying the states of the group members in the group in the embodiment of the application, so that the activity management is performed. The embodiment of the application can also extract the group members in the same state independently to form an independent group so as to carry out activity management. The server can screen out the equipment belonging to the group according to the matching of the peripheral equipment information of the on-site equipment (such as the group building equipment) in the group and the group equipment information, form new on-site equipment, then further screen out other new on-site equipment by utilizing the new on-site equipment, and continuously iterate until the number of the on-site equipment in the group exceeds the set number, so as to form a group containing the members participating in the activity on site.

After the group is determined, the server may synchronize a naming rule to the group, so that the members in the group modify the device information of the terminal device for subsequent group identification. Specifically, as an optional embodiment, the method further includes: after the group is determined, synchronizing a naming rule in the group so that the terminal equipment modifies the equipment information; and determining the group equipment information according to the equipment information of each terminal equipment. The naming rule is used for modifying the device information of the terminal device so as to perform subsequent outlier analysis, group identification and the like. For example, the naming rule may include a group identifier, and the user may manually modify the device information of the terminal device according to the group identifier (for example, add the group identifier to the bluetooth name), or the terminal device may automatically modify the device information of the terminal device according to the group identifier in the naming rule. In the subsequent group identification process, the group to which the terminal equipment belongs can be identified through the equipment information of the terminal equipment, so that the group identification speed is improved. The method for modifying the device information of the terminal device may be configured by adding the group identifier to the device information, and may also be configured in other ways, specifically according to requirements, for example, the device information may be modified to be a combination of the group identifier and a member name of the user in the group.

In order to make the number of matched devices more accurate, this embodiment may periodically issue new group device information to the terminal device, so that the terminal device performs outlier analysis according to the updated group device information, and specifically, as an optional embodiment, the method further includes: and sending the new group equipment information to the terminal equipment so as to update the group equipment information in the terminal equipment. In some cases, the group may be updated, for example, if an individual member in the group enters the group in the middle of the activity, the group device information may be updated, the server may issue the updated group device information to the terminal device, and after the terminal device receives the updated group device information, the group device information stored in the terminal device may be updated, so as to determine the number of the matching devices according to the updated group device information, so that the outlier analysis result is more accurate.

In an optional embodiment, the outlier threshold may be determined by a manual setting, for example, the outlier threshold may be set according to a group member (or called a group member) that establishes a group, specifically, the group related information includes the outlier threshold, and the method further includes: and issuing the outlier threshold to each terminal device in the group. In another optional embodiment, the outlier threshold may be determined according to the number of devices in the group, and specifically, as an optional embodiment, the method further includes: and determining an outlier threshold according to the number of the group devices, and issuing the outlier threshold to the terminal device, wherein the terminal device is used for performing outlier analysis according to the outlier threshold so as to determine an outlier analysis result. After receiving the outlier threshold, the terminal device may compare the number of matched devices with the outlier threshold, and determine an outlier analysis result. The outlier analysis result can include a first outlier result that characterizes the member as an outlier state and a second outlier result that characterizes the member as a non-outlier state. When the number of the matched devices exceeds an outlier threshold, determining that an outlier analysis result is a first outlier result, and sending out a corresponding outlier prompt by the terminal device when the members are outlier; when the number of matched devices does not exceed the outlier threshold, the outlier analysis result may be determined to be a second outlier result.

In some scenarios (e.g., a tourist party arrives at a destination), the group may need to be divided into small groups for activities, e.g., after the tourist party arrives at the destination, the tourist party may need to be divided into multiple groups of small groups for activities of the small groups, and at this time, the server may send an updated outlier threshold to the terminal device for activities of the small groups. Specifically, as an optional embodiment, the method further includes: determining a new outlier threshold value under a first condition, and issuing the new outlier threshold value to a terminal, wherein the first condition comprises the following steps: the situation of group member adjustment, the situation of reaching the target position, and the situation in a preset time period. In addition to the above cases, the first case may also include other cases, which may be specifically set according to requirements. In the first case, the server may send the updated outlier threshold to the terminal device, and the terminal device may perform outlier analysis according to the updated outlier threshold, so that the outlier analysis may be applicable to more scenes. For example, in a case where a certain enterprise group event reaches a destination (or a case where a group management member issues an adjustment request, or a case where the group management member arrives within a time period), the server may send an updated outlier threshold (e.g., the outlier threshold is updated from 10 to 2) to the terminal device, so that the group may be changed from a whole group to a small group (e.g., from a twenty-people group to a three-people group) for performing an outlier analysis of the small group.

The server may further receive the outlier information uploaded by the terminal device when the terminal device in the group is outlier, and forward the outlier information to other members in the group, which is specifically an optional embodiment, where the method further includes: and receiving the outlier information of the group members, and releasing the outlier information of the group members through the group. The server side can generate a group outlier prompt and send the group outlier prompt to a target member in the group, wherein the target member is at least one of other members except the outlier in the group. In this embodiment, a prompt may be sent on the terminal device side of the member in the group, and the information about the group may be sent to the server through the terminal device of the member in the group. So that the members in the group and the members outside the group can know the outlier together, and the occurrence probability of the outlier is reduced.

In the embodiment of the application, a group including all members may be established according to group-related information uploaded by a group establishing device in the group, device information of the group establishing device is added to group device information, then, according to a short-distance wireless connection component of the group establishing device, device information of a peripheral device within a component connection range is determined, the device information of the peripheral device is matched with the group device information, the matched peripheral device is determined to be in the group device, a corresponding group member is marked to be in a group state, the device information of the matched peripheral device is added to the group device information until a set number of group members in the group are determined to be in the group member, and a group including members participating in activities on the scene is formed, so as to perform an outlier analysis. Compared with the mode that the group building personnel continuously add the terminal equipment into the group, the method and the device for building the group can continuously excavate the matched peripheral equipment according to the group equipment and add the peripheral equipment into the group to form new group equipment so as to expand the group until the group members in the group state in the group exceed the set number.

On the basis of the foregoing embodiments, an embodiment of the present application further provides a data processing method, which can be applied to a server to construct a group, specifically, as shown in fig. 3, the method includes:

step 302, establishing a group according to the group related information uploaded by the group establishing device, and adding the device information of the group establishing device to the group device information. The group related information includes a group name, the number of group devices, and personal information of each member of the group.

Step 304, according to the near-distance wireless connection component of the group equipment, determining the equipment information of the peripheral equipment in the component connection range, wherein the group equipment at least comprises the group building equipment.

Step 306, matching the device information of the peripheral device with the group device information, determining the matched peripheral device as a group device and marking the corresponding group member as a group state, and adding the device information of the matched peripheral device to the group device information until the group members exceeding the set number in the group are determined as group members.

Step 308, after the group is determined, synchronizing the naming rule to the group so that the terminal device modifies the device information.

Step 310, determining group device information according to the device information of each terminal device. The server can issue the group device information to the terminal device, so that the terminal device can perform outlier analysis. As an optional embodiment, the method further comprises: and sending the new group equipment information to the terminal equipment so as to update the group equipment information in the terminal equipment.

And step 312, determining an outlier threshold according to the number of the group devices, and sending the outlier threshold to the terminal device, where the terminal device is configured to perform outlier analysis according to the outlier threshold to determine an outlier analysis result. In some scenarios, the server may also issue the updated outlier threshold to the terminal device, so that the method of this embodiment may be applicable to various scenarios, as an optional embodiment, and the method further includes: determining a new outlier threshold value under a first condition, and issuing the new outlier threshold value to a terminal, wherein the first condition comprises the following steps: the situation of group member adjustment, the situation of reaching the target position, and the situation in a preset time period.

Step 314, receiving the outlier information of the group member, and issuing the outlier information of the group member through the group.

In the embodiment of the application, a group including all members capable of participating in an activity can be established according to group related information uploaded by a group establishing device in the group, and the device information of the group establishing device is added to the group device information. Then according to the near-distance wireless connection component of the group device, determining the device information of the peripheral device within the component connection range, matching the device information of the peripheral device with the group device information, determining the matched peripheral device as the group device, marking the corresponding group member as the group state, adding the device information of the matched peripheral device into the group device information until the group members exceeding the set number in the group are determined as the group members, forming a group containing the members participating in the activity on the scene, and performing the outlier analysis. According to the embodiment of the application, the matched peripheral equipment can be continuously excavated according to the group equipment and added into the group to form new group equipment so as to expand the group until the number of group members in a group state in the group exceeds the set number. After the group is constructed, the server may determine an outlier threshold according to the number of the group devices, and send the group device information and the corresponding outlier threshold to each terminal device. The terminal equipment determines the number of matched equipment around the terminal equipment according to the group equipment information, and determines an outlier analysis result according to the number of matched equipment and an outlier threshold. When the terminal equipment is in an outlier, the terminal equipment can send an outlier prompt and send outlier information to the server, and after the server receives the outlier information of the outlier members, the server can generate a group outlier prompt and send the group outlier prompt to target members in the group, so that the probability of the occurrence of an outlier event is reduced.

On the basis of the foregoing embodiments, the present application further provides a data processing method, which can be applied to a server to construct a group, specifically, in this embodiment, a member of the group can be selected as a group-building member to construct a group, and the server can determine a corresponding group identifier and issue the group identifier, so that the members in the group modify device information. And then, each member of the group can upload the equipment information to the server through the terminal equipment, and the server adds the members to the corresponding group according to the group identification existing in the equipment information so as to perform outlier analysis according to the group. Specifically, as shown in fig. 4, the method includes:

step 402, establishing a group according to the group related information uploaded by the group establishing device, and adding the device information of the group establishing device to the group device information, wherein the group related information includes a group name and the number of the group devices.

Step 404, determining the group identifier corresponding to the number of the group devices, and issuing the group identifier, so that the members in the group modify the device information. Each group member can modify the corresponding equipment information according to the group identifier and upload the equipment identifier of each terminal equipment to the server, in addition, the terminal equipment can also upload the peripheral equipment information acquired by the terminal equipment according to the close-range wireless connection component to the server, and the server can also determine the group according to the peripheral equipment information of the terminal equipment.

And 406, acquiring the device information of each terminal device, and adding the terminal device to the corresponding group according to the group identifier in the device information. After determining the group, the server may issue group device information (or referred to as a group fingerprint library) to each terminal device, so that the terminal device determines whether the terminal device is outlier according to the group device information, where the group device information may also be referred to as the group fingerprint library and includes device information of each terminal device in the group.

In this embodiment of the present application, a group may be established according to group related information uploaded by a group establishment device in the group, the group establishment device is added to the group, then a group identifier may be generated, and the group identifier is issued. Then, the server can obtain the device information of each terminal device, add the member to the corresponding group according to the group identifier existing in the device information, and add the device identifier of the terminal device of the member to the group device information. After determining the group, the server may send the group device information to each terminal device, so that the terminal device determines whether the terminal device is out of group according to the group device information.

On the basis of the foregoing embodiments, the present invention further provides a data processing method, which corresponds to an outlier analysis stage, and which is applicable to a terminal device to determine peripheral devices around the terminal device by using a short-range wireless connection component in the terminal device, determine the number of matching devices in the peripheral devices according to group device information of a group, and further determine an outlier analysis result according to the number of matching devices and an outlier threshold, so as to issue an outlier prompt when members in the group are outlier, thereby reducing a probability of an occurrence of an outlier event. The terminal device may be understood as a mobile terminal (e.g., a mobile phone, a bracelet, a watch, an earphone, etc.) including a short-range wireless connection component (e.g., bluetooth) worn by a member in a group, and specifically, as shown in fig. 5A, the method includes:

step 502, determining peripheral equipment information in the component connection range based on the short-distance wireless connection component of the terminal equipment. The terminal device can be provided with a short-distance wireless connection component, the short-distance wireless connection component can detect other short-distance wireless connection components within the connection range of the short-distance wireless connection component, the detection range of the components in the embodiment of the application can be set according to specific requirements, for example, the detection range of the components can be within 10 meters, so that connectable devices within 10 meters around can be determined. The peripheral device information may be understood as a list of connectable devices of the short-range wireless connection module, specifically, as an alternative embodiment, the short-range wireless connection module includes a bluetooth module. Bluetooth is an open global specification for wireless data and voice communications, and is a special short-range wireless technology connection that establishes a communication environment for fixed and mobile devices based on a low-cost short-range wireless connection. Accordingly, the peripheral device information determined by the terminal device according to bluetooth can be understood as a bluetooth list. In this embodiment, after the peripheral device information is obtained, in step 504, the peripheral device information may be matched according to the group device information in the group to which the terminal device belongs, so as to determine the number of matched devices. The group device information may include a device identifier of each terminal device in the group, after the server determines the group corresponding to the terminal device, the server may send the group device information to each terminal device in the group, and the terminal device performs matching according to the group device information and the peripheral device information to determine the number of matching devices in the peripheral device information that match the group device information.

In an optional embodiment, in a case that the short-distance wireless connection component adopts a bluetooth component, the group device information includes a bluetooth name of each group device, the bluetooth name includes a group identifier and a group member identifier, and the peripheral device information includes a peripheral bluetooth name; wherein, the matching the peripheral equipment information according to the group equipment information in the group to which the terminal equipment belongs, and determining the number of matched equipment comprises: and screening out peripheral Bluetooth names containing the group identifications according to the group identifications in the Bluetooth names of the group devices, and determining the number of matched devices according to the group member identifications in the Bluetooth names of the group devices. A member may carry a plurality of close range wireless connection subassembly (like bracelet, cell-phone) simultaneously, and this application embodiment can utilize the group sign to select the peripheral bluetooth that contains the group sign to further utilize the group member sign, get rid of repeated peripheral bluetooth, obtain the matching device quantity.

After determining the number of matching devices, the terminal device may determine an outlier analysis result in step 506 according to the number of matching devices and an outlier threshold. The number of matched devices may be compared to an outlier threshold to determine outlier analysis results. In an alternative embodiment, the outlier threshold may be determined by manual setting, such as setting according to the group member (or called group member) that establishes the group. In another alternative embodiment, the outlier threshold may be determined according to the number of devices in the group, and specifically, the determining the outlier analysis result according to the number of matching devices and the outlier threshold includes: obtaining an outlier threshold, the outlier threshold being related to a number of group devices of the group; and comparing the number of the matched devices with the outlier threshold value to determine an outlier analysis result. The server side can generate an outlier threshold according to the number of the group devices of the group, and sends the outlier threshold to the terminal device, and after receiving the outlier threshold, the terminal device can compare the number of the matched devices with the outlier threshold to determine an outlier analysis result. The outlier analysis result can include a first outlier result that characterizes the member as an outlier state and a second outlier result that characterizes the member as a non-outlier state. When the number of matched devices exceeds an outlier threshold, determining that an outlier analysis result is a first outlier result; when the number of matched devices does not exceed the outlier threshold, the outlier analysis result may be determined to be a second outlier result. When the outlier analysis result is the first outlier result, the terminal device may send an outlier prompt, for example, the terminal device may prompt in a broadcast prompt manner or in a vibration manner. Specifically, as an optional embodiment, the method further includes: and when the outlier analysis result comprises the outlier information of the group member, uploading the outlier information of the group member to the server, so that the server can issue the outlier information of the group member through the group. In this embodiment, the notification may be performed on the terminal device side of the outlier, or the outlier information may be sent to the server through the terminal device of the outlier, so that the outlier notification is sent to the target members in the group (such as the group management member or all members of the group) through the server, so that the members in the group and the members outside the group can know the outlier together, and the occurrence probability of the outlier is reduced.

In order to make the number of the matched devices obtained through analysis more accurate, in this embodiment, the server may also periodically issue new group device information to the terminal device, so that the terminal device performs outlier analysis according to the updated group device information, and specifically, as an optional embodiment, the method further includes: and acquiring new group equipment information, and updating local group equipment information by using the new group equipment information. In some cases, the group may be updated, for example, if an individual member in the group enters the group in the middle of the group, the group device information may be updated at this time, the server may issue the updated group device information to the terminal device at this time, and after the terminal device receives the updated group device information, the group device information stored in the terminal device may be updated, so as to determine the number of the matching devices according to the updated group device information, so that the outlier analysis result is more accurate. Correspondingly, taking the short-range wireless connection component of the terminal device as bluetooth for example, in an alternative embodiment, as shown in fig. 5B, step 506 includes: step 5062, acquiring a Bluetooth connection list; step 5064, judging whether the number of the bluetooth belonging to the group is less than a threshold value according to the group device information (the bluetooth information of the device); step 5066, if yes, outputting an outlier prompt and uploading outlier information to the server for prompting; step 5068, if not, acquiring the periodically updated group device information, and performing subsequent analysis according to the updated group device information.

In some scenarios (e.g., a tourist party arrives at a destination), the group may need to be divided into small groups for activities, e.g., after the tourist party arrives at the destination, the tourist party may need to be divided into multiple groups of small groups for activities of the small groups, and at this time, the server may send an updated outlier threshold to the terminal device for activities of the small groups. Specifically, as an optional embodiment, the method further includes: and acquiring a new outlier threshold, and updating a local outlier threshold by using the new outlier threshold, wherein the new outlier threshold is generated when the group member adjusts or arrives at the target position or the time is in a preset time period. The server side can send a new outlier threshold value to the terminal device, and the terminal device can perform outlier analysis according to the new outlier threshold value, so that the outlier analysis can be suitable for more scenes.

In the embodiment of the application, a group containing a plurality of terminal devices can be pre-constructed in the server, and the group device information is issued to the terminal devices through the server. The terminal device can determine the peripheral device information within the component connection range based on the short-distance wireless connection component, matches the peripheral device information according to the group device information, determines the number of matched devices between the terminal device and other terminal devices in the group, and then can compare the number of matched devices with the outlier threshold value to obtain an outlier analysis result. According to the method and the device, whether the terminal equipment is in the outlier can be analyzed by utilizing the short-distance wireless connecting component in the terminal equipment, so that the method and the device are suitable for various scenes (such as unstable network areas), and more accurate outlier analysis results can be obtained.

On the basis of the foregoing embodiments, an embodiment of the present application further provides a data processing method for performing outlier analysis, where the method may be applied to a terminal device, and specifically, as shown in fig. 6, the method includes:

step 602, determining peripheral equipment information within the component connection range based on the short-distance wireless connection component of the terminal equipment. As an alternative embodiment, the short-range wireless connection assembly comprises a bluetooth assembly.

Step 604, matching the peripheral equipment information according to the group equipment information in the group to which the terminal equipment belongs, and determining the number of matched equipment. Specifically, as an optional embodiment, the method further includes: and acquiring new group equipment information, and updating local group equipment information by using the new group equipment information.

Step 606, obtain an outlier threshold, which is related to the number of group devices of the group. In some scenarios, the server may update the outlier threshold in the terminal device, and as an optional embodiment, the method further includes: and acquiring a new outlier threshold, and updating a local outlier threshold by using the new outlier threshold, wherein the new outlier threshold is generated when the group member adjusts or arrives at the target position or the time is in a preset time period.

And 608, comparing the number of the matched devices with the outlier threshold value to determine an outlier analysis result.

And 610, when the outlier analysis result comprises the outlier information of the group member, uploading the outlier information of the group member to the server, so that the server can issue the outlier information of the group member through the group.

In the embodiment of the application, a group containing a plurality of terminal devices can be pre-constructed in the server, and the group device information is issued to the terminal devices through the server. The terminal device can determine peripheral device information within the component connection range based on the short-distance wireless connection component, matches the peripheral device information according to the group device information, determines the number of matched devices between the terminal device and other terminal devices in the group, can compare the number of matched devices with the outlier threshold value to obtain an outlier analysis result, and uploads the outlier information of the group member to the server side when the outlier analysis result comprises the outlier information of the group member so as to inform the other members in the group through the server side.

It should be noted that, for simplicity of description, the method embodiments are described as a series of acts or combination of acts, but those skilled in the art will recognize that the embodiments are not limited by the order of acts described, as some steps may occur in other orders or concurrently depending on the embodiments. Further, those skilled in the art will also appreciate that the embodiments described in the specification are presently preferred and that no particular act is required of the embodiments of the application.

On the basis of the foregoing embodiment, this embodiment further provides a data processing apparatus, and with reference to fig. 7, the data processing apparatus may specifically include the following modules:

a peripheral device obtaining module 702, configured to determine, based on the short-range wireless connection component of the terminal device, peripheral device information within the component connection range.

A matching device obtaining module 704, configured to match the peripheral device information according to the group device information in the group to which the terminal device belongs, and determine the number of matching devices.

And an outlier result obtaining module 706, configured to determine an outlier analysis result according to the number of the matched devices and an outlier threshold.

In summary, a group including a plurality of terminal devices may be pre-constructed in the server, and group device information may be issued to the terminal devices through the server. The terminal device can determine the peripheral device information within the component connection range based on the short-distance wireless connection component, matches the peripheral device information according to the group device information, determines the number of matched devices between the terminal device and other terminal devices in the group, and then can compare the number of matched devices with the outlier threshold value to obtain an outlier analysis result. According to the method and the device, whether the terminal equipment is in the outlier can be analyzed by utilizing the short-distance wireless connecting component in the terminal equipment, so that the method and the device are suitable for various scenes (such as unstable network areas), and more accurate outlier analysis results can be obtained.

On the basis of the foregoing embodiment, this embodiment further provides a data processing apparatus, which may specifically include the following modules:

and the peripheral equipment detection processing module is used for determining the peripheral equipment information in the component connection range based on the short-distance wireless connection component of the terminal equipment. As an alternative embodiment, the short-range wireless connection assembly comprises a bluetooth assembly.

And the peripheral equipment matching processing module is used for matching the peripheral equipment information according to the group equipment information in the group to which the terminal equipment belongs and determining the number of matched equipment. Specifically, as an optional embodiment, the apparatus further includes: and the updating equipment information receiving and processing module is used for acquiring new group equipment information and updating the local group equipment information by using the new group equipment information.

And the outlier threshold receiving and processing module is used for acquiring an outlier threshold, and the outlier threshold is related to the number of the group devices of the group. In some scenarios, the server may update the outlier threshold in the terminal device, and as an optional embodiment, the apparatus further includes: and the update threshold receiving and processing module is used for acquiring a new outlier threshold and updating the local outlier threshold by using the new outlier threshold, wherein the new outlier threshold is generated when the group member adjusts or arrives at the target position or the time is within a preset time period.

And the outlier result acquisition processing module is used for comparing the number of the matched devices with the outlier threshold value and determining an outlier analysis result.

And the outlier prompt uploading processing module is used for uploading the outlier information of the group members to the server side when the outlier analysis result comprises the outlier information of the group members, so that the server side can release the outlier information of the group members through the group.

On the basis of the foregoing embodiment, this embodiment further provides a data processing apparatus, and with reference to fig. 8, the data processing apparatus may specifically include the following modules:

the group information obtaining module 802 is configured to establish a group according to the group related information uploaded by the group establishing device, and add the device information of the group establishing device to the group device information.

A peripheral device obtaining module 804, configured to determine device information of a peripheral device in a component connection range according to a short-range wireless connection component of a group device, where the group device at least includes a group establishment device.

The peripheral device screening module 806 is configured to match the device information of the peripheral device with the group device information, determine the matched peripheral device as a group device, mark a corresponding group member as an in-group state, and add the device information of the matched peripheral device to the group device information until the group members exceeding the set number in the group are determined as the in-group members.

In summary, in the embodiment of the present application, a group may be established according to group related information uploaded by a group establishment device in the group, the group establishment device is added to the group, a group identifier may be generated, and the group identifier is issued. Then, the server can obtain the device information of each terminal device, add the member to the corresponding group according to the group identifier existing in the device information, and add the device identifier of the terminal device of the member to the group device information. After determining the group, the server may send the group device information to each terminal device, so that the terminal device determines whether the terminal device is out of group according to the group device information.

and the group establishing processing module is used for establishing a group according to the group related information uploaded by the group establishing equipment and adding the equipment information of the group establishing equipment into the group equipment information. The group related information includes a group name, the number of group devices, and personal information of each member of the group.

The peripheral equipment screening processing module is used for determining equipment information of the peripheral equipment in the component connection range according to the near-distance wireless connection component of the group equipment, and the group equipment at least comprises the group building equipment.

And the peripheral equipment analysis processing module is used for matching the equipment information of the peripheral equipment with the group equipment information, determining the matched peripheral equipment as the group equipment, marking the corresponding group members as the in-group state, and adding the equipment information of the matched peripheral equipment into the group equipment information until the group members exceeding the set number in the group are determined as the in-group members.

And the group identification generation processing module is used for synchronizing the naming rule in the group after the group is determined so as to enable the terminal equipment to modify the equipment information.

And the group equipment information issuing processing module is used for determining the group equipment information according to the equipment information of each terminal equipment. The server can issue the group device information to the terminal device, so that the terminal device can perform outlier analysis. As an optional embodiment, the apparatus further comprises: and the group equipment information updating processing module is used for issuing new group equipment information to the terminal equipment so as to update the group equipment information in the terminal equipment.

And the outlier threshold issuing processing module is used for determining an outlier threshold according to the number of the group devices and issuing the outlier threshold to the terminal device, and the terminal device is used for performing outlier analysis according to the outlier threshold so as to determine an outlier analysis result. In some scenarios, the server may further issue the updated outlier threshold to the terminal device, so that the method of this embodiment may be applicable to various scenarios, and as an optional embodiment, the apparatus further includes: an outlier threshold updating module, configured to determine a new outlier threshold and send the new outlier threshold to a terminal in a first case, where the first case includes: the situation of group member adjustment, the situation of reaching the target position, and the situation in a preset time period.

And the outlier information receiving and processing module is used for receiving the outlier information of the group members and releasing the outlier information of the group members through the group.

In the embodiment of the application, a group including all members capable of participating in an activity can be established according to group related information uploaded by a group establishing device in the group, and the device information of the group establishing device is added to the group device information. Then according to the near-distance wireless connection component of the group device, determining the device information of the peripheral device within the component connection range, matching the device information of the peripheral device with the group device information, determining the matched peripheral device as the group device, marking the corresponding group member as the group state, adding the device information of the matched peripheral device into the group device information until the group members exceeding the set number in the group are determined as the group members, forming a group containing the members participating in the activity on the scene, and performing the outlier analysis. According to the embodiment of the application, the matched peripheral equipment can be continuously excavated according to the group equipment and added into the group to form new group equipment so as to expand the group until the number of group members in a group state in the group exceeds the set number. Then, the server side can determine the outlier threshold according to the number of the group devices and send the group device information and the corresponding outlier threshold to each terminal device. The terminal equipment determines the number of matched equipment around the terminal equipment according to the group equipment information, and determines an outlier analysis result according to the number of matched equipment and an outlier threshold. When the terminal equipment is in an outlier, the terminal equipment can send an outlier prompt and send outlier information to the server, and after the server receives the outlier information of the outlier members, the server can generate a group outlier prompt and send the group outlier prompt to target members in the group, so that the probability of the occurrence of an outlier event is reduced.

On the basis of the foregoing embodiment, this embodiment further provides a data processing apparatus, and with reference to fig. 9, the data processing apparatus may specifically include the following modules:

the group information determining module 902 is configured to establish a group according to group related information uploaded by the group establishing device, and add device information of the group establishing device to the group device information, where the group related information includes a group name and a group device number.

The group identifier issuing module 904 is configured to determine the group identifiers corresponding to the number of the group devices, and issue the group identifiers, so that the members in the group modify the device information.

The group establishing module 906 is configured to obtain device information of each terminal device, and add the terminal device to a corresponding group according to a group identifier in the device information.

The present application further provides a non-transitory, readable storage medium, where one or more modules (programs) are stored, and when the one or more modules are applied to a device, the device may execute instructions (instructions) of method steps in this application.

Embodiments of the present application provide one or more machine-readable media having instructions stored thereon, which when executed by one or more processors, cause an electronic device to perform the methods as described in one or more of the above embodiments. In the embodiment of the application, the electronic device includes a server, a terminal device and other devices.

The present application also provides a software product, which includes a computer program/instruction, where the computer program/instruction, when executed, implement the method described in the present application.

Embodiments of the present disclosure may be implemented as an apparatus, which may comprise a server (cluster), a terminal, etc., electronic device, using any suitable hardware, firmware, software, or any combination thereof, in a desired configuration. Fig. 10 schematically illustrates an example apparatus 1000 that may be used to implement various embodiments described herein.

For one embodiment, fig. 10 illustrates an example apparatus 1000 having one or more processors 1002, a control module (chipset) 1004 coupled to at least one of the processor(s) 1002, memory 1006 coupled to the control module 1004, non-volatile memory (NVM)/storage 1008 coupled to the control module 1004, one or more input/output devices 1010 coupled to the control module 1004, and a network interface 1012 coupled to the control module 1004.

The processor 1002 may include one or more single-core or multi-core processors, and the processor 1002 may include any combination of general-purpose or special-purpose processors (e.g., graphics processors, application processors, baseband processors, etc.). In some embodiments, the apparatus 1000 can be used as a server, a terminal, or the like in the embodiments of the present application.

In some embodiments, the apparatus 1000 may include one or more computer-readable media (e.g., the memory 1006 or the NVM/storage 1008) having instructions 1014 and one or more processors 1002 that, in conjunction with the one or more computer-readable media, are configured to execute the instructions 1014 to implement modules to perform the actions described in this disclosure.

For one embodiment, control module 1004 may include any suitable interface controllers to provide any suitable interface to at least one of the processor(s) 1002 and/or any suitable device or component in communication with control module 1004.

The control module 1004 may include a memory controller module to provide an interface to the memory 1006. The memory controller module may be a hardware module, a software module, and/or a firmware module.

Memory 1006 may be used, for example, to load and store data and/or instructions 1014 for device 1000. For one embodiment, memory 1006 may comprise any suitable volatile memory, such as suitable DRAM. In some embodiments, the memory 1006 may comprise a double data rate type four synchronous dynamic random access memory (DDR4 SDRAM).

For one embodiment, the control module 1004 may include one or more input/output controllers to provide an interface to the NVM/storage 1008 and input/output device(s) 1010.

For example, NVM/storage 1008 may be used to store data and/or instructions 1014. NVM/storage 1008 may include any suitable non-volatile memory (e.g., flash memory) and/or may include any suitable non-volatile storage device(s) (e.g., one or more hard disk drive(s) (HDD (s)), one or more Compact Disc (CD) drive(s), and/or one or more Digital Versatile Disc (DVD) drive (s)).

NVM/storage 1008 may include storage resources that are part of the device on which apparatus 1000 is installed or may be accessible by the device and need not be part of the device. For example, NVM/storage 1008 may be accessed over a network via input/output device(s) 1010.

Input/output device(s) 1010 may provide an interface for apparatus 1000 to communicate with any other suitable device, input/output devices 1010 may include communication components, audio components, sensor components, and so forth. Network interface 1012 may provide an interface for device 1000 to communicate over one or more networks, and device 1000 may communicate wirelessly with one or more components of a wireless network according to any of one or more wireless network standards and/or protocols, such as access to a communication standard-based wireless network, such as WiFi, 2G, 3G, 4G, 5G, etc., or a combination thereof.

For one embodiment, at least one of the processor(s) 1002 may be packaged together with logic for one or more controller(s) (e.g., memory controller module) of control module 1004. For one embodiment, at least one of the processor(s) 1002 may be packaged together with logic for one or more controller(s) of control module 1004 to form a System In Package (SiP). For one embodiment, at least one of the processor(s) 1002 may be integrated on the same die with the logic of one or more controllers of the control module 1004. For one embodiment, at least one of the processor(s) 1002 may be integrated on the same die with logic for one or more controller(s) of control module 1004 to form a system on chip (SoC).

In various embodiments, the apparatus 1000 may be, but is not limited to: a server, a desktop computing device, or a mobile computing device (e.g., a laptop computing device, a handheld computing device, a tablet, a netbook, etc.), among other terminal devices. In various embodiments, the apparatus 1000 may have more or fewer components and/or different architectures. For example, in some embodiments, device 1000 includes one or more cameras, a keyboard, a Liquid Crystal Display (LCD) screen (including a touch screen display), a non-volatile memory port, multiple antennas, a graphics chip, an Application Specific Integrated Circuit (ASIC), and speakers.

The detection device can adopt a main control chip as a processor or a control module, sensor data, position information and the like are stored in a memory or an NVM/storage device, a sensor group can be used as an input/output device, and a communication interface can comprise a network interface.

An embodiment of the present application further provides an electronic device, including: a processor; and a memory having executable code stored thereon that, when executed, causes the processor to perform a method as described in one or more of the embodiments of the application.

Embodiments of the present application also provide one or more machine-readable media having executable code stored thereon that, when executed, cause a processor to perform a method as described in one or more of the embodiments of the present application.

For the device embodiment, since it is basically similar to the method embodiment, the description is simple, and for the relevant points, refer to the partial description of the method embodiment.

The embodiments in the present specification are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other.

Embodiments of the present application are described with reference to flowchart illustrations and/or block diagrams of methods, terminal devices (systems), and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing terminal to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing terminal, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing terminal to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be loaded onto a computer or other programmable data processing terminal to cause a series of operational steps to be performed on the computer or other programmable terminal to produce a computer implemented process such that the instructions which execute on the computer or other programmable terminal provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

While preferred embodiments of the present application have been described, additional variations and modifications of these embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including the preferred embodiment and all such alterations and modifications as fall within the true scope of the embodiments of the application.

Finally, it should also be noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or terminal that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or terminal. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or terminal that comprises the element.

The data processing method, the data processing apparatus, the electronic device, the storage medium, and the software product provided by the present application are described in detail above, and specific examples are applied herein to explain the principles and embodiments of the present application, and the descriptions of the above embodiments are only used to help understand the method and the core ideas of the present application; meanwhile, for a person skilled in the art, according to the idea of the present application, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present application.

Claims

1. A data processing method is applied to terminal equipment, wherein the method comprises the following steps:

determining peripheral equipment information in the component connection range based on a short-distance wireless connection component of the terminal equipment;

matching the peripheral equipment information according to the group equipment information in the group to which the terminal equipment belongs, and determining the number of matched equipment;

and determining an outlier analysis result according to the number of the matched devices and the outlier threshold.

2. The method of claim 1, wherein said determining outlier analysis results as a function of said number of matching devices and an outlier threshold comprises:

obtaining an outlier threshold, the outlier threshold being related to a number of group devices of the group;

and comparing the number of the matched devices with the outlier threshold value to determine an outlier analysis result.

3. The method of claim 2, wherein the method further comprises:

and acquiring a new outlier threshold, and updating a local outlier threshold by using the new outlier threshold, wherein the new outlier threshold is generated when the group member adjusts or arrives at the target position or the time is in a preset time period.

4. The method of claim 1, wherein the method further comprises:

and when the outlier analysis result comprises the outlier information of the group member, uploading the outlier information of the group member to the server, so that the server can issue the outlier information of the group member through the group.

5. The method of any of claims 1-4, wherein the short-range wireless connection assembly comprises a Bluetooth assembly.

6. The method of claim 5, wherein the group device information comprises a Bluetooth name of each group device, the Bluetooth name comprises a group identifier and a group member identifier, and the peripheral device information comprises a peripheral Bluetooth name; wherein,

the matching the peripheral equipment information according to the group equipment information in the group to which the terminal equipment belongs, and determining the number of matched equipment comprises the following steps:

and screening out peripheral Bluetooth names containing the group identifications according to the group identifications in the Bluetooth names of the group devices, and determining the number of matched devices according to the group member identifications in the Bluetooth names of the group devices.

7. A data processing method is applied to a server, wherein the method comprises the following steps:

establishing a group according to the group related information uploaded by the group establishing equipment, and adding the equipment information of the group establishing equipment into the group equipment information;

according to a near-distance wireless connection component of the group equipment, determining equipment information of peripheral equipment in the component connection range, wherein the group equipment at least comprises group building equipment;

and matching the equipment information of the peripheral equipment with the group equipment information, determining the matched peripheral equipment as the group equipment, marking the corresponding group member as the group member, and adding the equipment information of the matched peripheral equipment into the group equipment information until the group members exceeding the set number in the group are determined as the group members.

8. The method of claim 7, wherein the method further comprises:

after the group is determined, synchronizing a naming rule in the group so that the terminal equipment modifies the equipment information;

and determining the group equipment information according to the equipment information of each terminal equipment.

9. The method of claim 7, further comprising:

and determining an outlier threshold according to the number of the group devices, and issuing the outlier threshold to the terminal device, wherein the terminal device is used for performing outlier analysis according to the outlier threshold so as to determine an outlier analysis result.

10. The method of claim 9, further comprising:

determining a new outlier threshold value under a first condition, and issuing the new outlier threshold value to a terminal, wherein the first condition comprises the following steps: the situation of group member adjustment, the situation of reaching the target position, and the situation in a preset time period.

11. The method of claim 7, further comprising:

and receiving the outlier information of the group members, and releasing the outlier information of the group members through the group.

12. A data processing method is applied to a server, wherein the method comprises the following steps:

determining group identifiers corresponding to the number of the group devices, and issuing the group identifiers to enable members in the group to modify the device information;

and acquiring the equipment information of each terminal equipment, and adding the terminal equipment into the corresponding group according to the group identification in the equipment information.

13. A software product comprising computer programs/instructions, wherein the computer programs/instructions, when executed, implement performing the method of one or more of claims 1-12.